Humanoid robots, embodied AI systems and simulation frameworks require motion data that matches their joint structure, kinematic hierarchy, coordinate conventions and learning representations. Apple Arts Studios prepares high-fidelity human motion as robot-ready, training-ready and simulation-ready data for humanoid retargeting, imitation learning, reinforcement learning, motion generation, whole-body control, embodied AI, Physical AI and robotics simulation workflows.